2 papers
stat.ME2026
Gaussian Process Differential Ensembles for Joint Inference on Curves, Derivatives, and Integrals
Andreas Kryger Jensen, Adam Gorm Hoffmann
Functional data are often modeled through one likelihood-linked curve, while the scientific target is a larger state containing rates, accumulated quantities, boundary values, or n…
stat.AP2025
A time warping model for seasonal data with application to age estimation from narwhal tusks
Lars Nørtoft Reiter, Adam Gorm Hoffmann, Mads Peter Heide-Jørgensen +3
Signals with varying periodicity frequently appear in real-world phenomena, necessitating the development of efficient modelling techniques to map the measured nonlinear timeline t…